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Bioinformatics

Drug Discovery Using AI/ML

Learn how artificial intelligence and machine learning are used to speed up drug discovery, from target identification and molecular representation to virtual screening, property prediction, and molecular docking.

All Levels 2 Months 0 Lessons 0 Learners English
Shristy Rathore
Course instructor Shristy Rathore
0Learning items
2 MonthsCourse duration
0Active learners
80%Completion rule
COURSE OVERVIEW

About this course

Everything you need to understand the course before you begin.

  1. Drug discovery pipeline and the role of AI/ML
  2. Molecular representations (SMILES, fingerprints, graphs)
  3. Target identification and protein structure basics
  4. Virtual screening and molecular docking
  5. QSAR and ADMET property prediction with machine learning
  6. Deep learning and generative models for molecule design
  7. Evaluation, case studies, and limitations


COURSE CURRICULUM

What you will learn

Explore the complete learning path, section by section.

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MEET YOUR INSTRUCTOR

Learn from experienced professionals

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Shristy Rathore
Course Instructor

Shristy Rathore

Research Associate

Professional course instructor.